{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "33909862",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:13.324304Z",
     "iopub.status.busy": "2023-03-08T16:10:13.324133Z",
     "iopub.status.idle": "2023-03-08T16:10:14.514991Z",
     "shell.execute_reply": "2023-03-08T16:10:14.514394Z",
     "shell.execute_reply.started": "2023-03-08T16:10:13.324286Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pathlib\n",
    "import numpy as np\n",
    "import scipy as sp\n",
    "import pandas as pd\n",
    "import xarray as xr\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches\n",
    "import mplstereonet\n",
    "import skimage.exposure\n",
    "import harmonica as hm\n",
    "import verde as vd\n",
    "\n",
    "import micromag as mg"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f262f97d",
   "metadata": {},
   "source": [
    "# Read the real data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "034e957f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:14.516785Z",
     "iopub.status.busy": "2023-03-08T16:10:14.516592Z",
     "iopub.status.idle": "2023-03-08T16:10:14.590380Z",
     "shell.execute_reply": "2023-03-08T16:10:14.589236Z",
     "shell.execute_reply.started": "2023-03-08T16:10:14.516768Z"
    },
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * x        (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "  * y        (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "    z        (y, x) float64 5.0 5.0 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0 5.0 5.0\n",
       "Data variables:\n",
       "    bz       (y, x) float64 -57.69 20.36 -67.86 -84.68 ... 83.08 3.563 129.9\n",
       "Attributes:\n",
       "    file_name:  2x2Binned\\Bz_uc0.mat</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cdd1bd86-e443-4990-ad12-d07d950436a2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cdd1bd86-e443-4990-ad12-d07d950436a2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 600</li><li><span class='xr-has-index'>x</span>: 960</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7e7f6561-7b2d-44a6-b973-771f30d4e56e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7e7f6561-7b2d-44a6-b973-771f30d4e56e' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 2.251e+03 2.254e+03</div><input id='attrs-8595f8f5-4e33-43b8-aae0-5d9a09741953' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8595f8f5-4e33-43b8-aae0-5d9a09741953' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a68a9f1-3466-4d3c-a96b-fe37a6b87957' class='xr-var-data-in' type='checkbox'><label for='data-3a68a9f1-3466-4d3c-a96b-fe37a6b87957' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 2248.95, 2251.3 , 2253.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 1.405e+03 1.408e+03</div><input id='attrs-df83ae29-77e7-4b2a-8299-3012f9f38c2c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df83ae29-77e7-4b2a-8299-3012f9f38c2c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ee9c459-db45-4cd2-a958-4e72b5f21325' class='xr-var-data-in' type='checkbox'><label for='data-8ee9c459-db45-4cd2-a958-4e72b5f21325' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 1402.95, 1405.3 , 1407.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0</div><input id='attrs-9e01ac61-dcd7-4abf-b444-697687261f03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9e01ac61-dcd7-4abf-b444-697687261f03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f9ac9f7e-a1c1-4778-ad29-73ac51880292' class='xr-var-data-in' type='checkbox'><label for='data-f9ac9f7e-a1c1-4778-ad29-73ac51880292' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>sensor sample distance</dd><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([[5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       ...,\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2fc78848-609f-4e56-95be-b43c7b8410ef' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2fc78848-609f-4e56-95be-b43c7b8410ef' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bz</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-57.69 20.36 -67.86 ... 3.563 129.9</div><input id='attrs-dd3d84dd-0168-4861-ae17-1b83e5b3b059' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dd3d84dd-0168-4861-ae17-1b83e5b3b059' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ced8ee0c-2b14-457e-8494-f605490ba853' class='xr-var-data-in' type='checkbox'><label for='data-ced8ee0c-2b14-457e-8494-f605490ba853' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>vertical magnetic field</dd><dt><span>units :</span></dt><dd>nT</dd></dl></div><div class='xr-var-data'><pre>array([[ -57.6873676 ,   20.3568239 ,  -67.85892071, ...,   10.60987556,\n",
       "         -35.94488859,   66.71093598],\n",
       "       [  53.22816073, -100.67339117,   -3.02361508, ...,  -31.14417303,\n",
       "          26.95238551,  -50.9394378 ],\n",
       "       [  49.42899646,  -19.15047414,   80.52665891, ...,   19.7682295 ,\n",
       "           9.68748453,   83.77669426],\n",
       "       ...,\n",
       "       [-102.93895324,  -40.04070406, -149.91759844, ...,   94.26117047,\n",
       "         108.50161691,   29.03566704],\n",
       "       [  -1.53363119,  126.2047702 , -151.73728463, ...,   46.03805122,\n",
       "         -35.69165893,   93.26260136],\n",
       "       [  33.21747051,   14.19240294,   33.28020104, ...,   83.08392446,\n",
       "           3.56286474,  129.93710672]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ba0c16c5-7a9d-4336-891d-9fa7495bf34b' class='xr-section-summary-in' type='checkbox'  ><label for='section-ba0c16c5-7a9d-4336-891d-9fa7495bf34b' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fd0c6c6b-9f09-4ade-b1c4-b8c5b198f1b3' class='xr-index-data-in' type='checkbox'/><label for='index-fd0c6c6b-9f09-4ade-b1c4-b8c5b198f1b3' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   2232.5,            2234.85, 2237.2000000000003,\n",
       "                  2239.55,             2241.9,            2244.25,\n",
       "                   2246.6, 2248.9500000000003,             2251.3,\n",
       "                  2253.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;x&#x27;, length=960))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e768d15c-098b-4ee2-bce0-10a227c09ccf' class='xr-index-data-in' type='checkbox'/><label for='index-e768d15c-098b-4ee2-bce0-10a227c09ccf' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   1386.5, 1388.8500000000001,             1391.2,\n",
       "                  1393.55,             1395.9,            1398.25,\n",
       "       1400.6000000000001,            1402.95,             1405.3,\n",
       "                  1407.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;y&#x27;, length=600))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-813e8cb7-3e59-4176-a462-c73c412c6871' class='xr-section-summary-in' type='checkbox'  checked><label for='section-813e8cb7-3e59-4176-a462-c73c412c6871' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>file_name :</span></dt><dd>2x2Binned\\Bz_uc0.mat</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * x        (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "  * y        (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "    z        (y, x) float64 5.0 5.0 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0 5.0 5.0\n",
       "Data variables:\n",
       "    bz       (y, x) float64 -57.69 20.36 -67.86 -84.68 ... 83.08 3.563 129.9\n",
       "Attributes:\n",
       "    file_name:  2x2Binned\\Bz_uc0.mat"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = mg.load_qdm(\"2x2Binned\\Bz_uc0.mat\")\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3c500866",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:14.592402Z",
     "iopub.status.busy": "2023-03-08T16:10:14.591939Z",
     "iopub.status.idle": "2023-03-08T16:10:15.175509Z",
     "shell.execute_reply": "2023-03-08T16:10:15.174255Z",
     "shell.execute_reply.started": "2023-03-08T16:10:14.592384Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x1d8032a9e40>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data.bz.plot.pcolormesh(cmap=\"seismic\", vmax=10000, vmin=-10000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0bb85c88",
   "metadata": {},
   "source": [
    "# Anomaly detection"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6966171f",
   "metadata": {},
   "source": [
    "First part of our method is an automatic way to detect and separate the signal of each dipole in the data. This is done in the following steps:\n",
    "\n",
    "1. Polynomial fitting to suppress high frequency noise\n",
    "2. Upward continue the data to suppress high frequency noise\n",
    "3. Calculate the total gradient amplitude (TGA) to concentrate the anomalies on top of the sources\n",
    "4. Contrast stretch the TGA to highlight weaker sources\n",
    "5. Run the Laplacian of Gaussian (LoG) method for blog detection to find the anomalies"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "370cdc0c-e329-450b-95c9-801decc297bc",
   "metadata": {},
   "source": [
    "## 1. Polynomial fitting to suppress low frequency noise"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a4a84a6f-7d49-4fab-b3f8-d3a7a62c90ac",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:15.180103Z",
     "iopub.status.busy": "2023-03-08T16:10:15.179901Z",
     "iopub.status.idle": "2023-03-08T16:10:15.188364Z",
     "shell.execute_reply": "2023-03-08T16:10:15.187986Z",
     "shell.execute_reply.started": "2023-03-08T16:10:15.180088Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "table = vd.grid_to_table(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "83774d11-4356-4842-9884-ecfcb29436c9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:15.189039Z",
     "iopub.status.busy": "2023-03-08T16:10:15.188890Z",
     "iopub.status.idle": "2023-03-08T16:10:15.565758Z",
     "shell.execute_reply": "2023-03-08T16:10:15.565260Z",
     "shell.execute_reply.started": "2023-03-08T16:10:15.189025Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:   (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * x         (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "  * y         (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "    z         (y, x) float64 5.0 5.0 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0 5.0 5.0\n",
       "Data variables:\n",
       "    bz        (y, x) float64 -57.69 20.36 -67.86 -84.68 ... 83.08 3.563 129.9\n",
       "    low_freq  (y, x) float64 -6.963 -6.882 -6.802 -6.722 ... 15.92 16.02 16.12\n",
       "    residual  (y, x) float64 -50.72 27.24 -61.06 -77.95 ... 67.16 -12.46 113.8\n",
       "Attributes:\n",
       "    file_name:  2x2Binned\\Bz_uc0.mat</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-49d1f343-47f1-4485-a82b-d0bec0fd398d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-49d1f343-47f1-4485-a82b-d0bec0fd398d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 600</li><li><span class='xr-has-index'>x</span>: 960</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-5285c1a9-9a30-449f-9342-3f903eefc925' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5285c1a9-9a30-449f-9342-3f903eefc925' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 2.251e+03 2.254e+03</div><input id='attrs-ea283e54-b245-435a-b0fd-422665399fc4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea283e54-b245-435a-b0fd-422665399fc4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b5a3a86c-8679-4b60-b3bc-30eec07ef172' class='xr-var-data-in' type='checkbox'><label for='data-b5a3a86c-8679-4b60-b3bc-30eec07ef172' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 2248.95, 2251.3 , 2253.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 1.405e+03 1.408e+03</div><input id='attrs-a7da8032-3cef-4d0c-b6c6-113454df07e6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7da8032-3cef-4d0c-b6c6-113454df07e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-84022b6e-245d-4c5a-8694-f1b1176a4793' class='xr-var-data-in' type='checkbox'><label for='data-84022b6e-245d-4c5a-8694-f1b1176a4793' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 1402.95, 1405.3 , 1407.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0</div><input id='attrs-854e35c4-51d3-4fac-be43-c160f2314a89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-854e35c4-51d3-4fac-be43-c160f2314a89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53d0da7c-e678-4fab-b3fe-0a9188866569' class='xr-var-data-in' type='checkbox'><label for='data-53d0da7c-e678-4fab-b3fe-0a9188866569' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>sensor sample distance</dd><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([[5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       ...,\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.],\n",
       "       [5., 5., 5., ..., 5., 5., 5.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c1f31368-f662-47ef-8203-0383c743707a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c1f31368-f662-47ef-8203-0383c743707a' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bz</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-57.69 20.36 -67.86 ... 3.563 129.9</div><input id='attrs-d8ff2e64-6589-49bf-b6f0-e033aa5d763f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8ff2e64-6589-49bf-b6f0-e033aa5d763f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90bb9723-ce99-4280-a073-4fee55b3cca3' class='xr-var-data-in' type='checkbox'><label for='data-90bb9723-ce99-4280-a073-4fee55b3cca3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>vertical magnetic field</dd><dt><span>units :</span></dt><dd>nT</dd></dl></div><div class='xr-var-data'><pre>array([[ -57.6873676 ,   20.3568239 ,  -67.85892071, ...,   10.60987556,\n",
       "         -35.94488859,   66.71093598],\n",
       "       [  53.22816073, -100.67339117,   -3.02361508, ...,  -31.14417303,\n",
       "          26.95238551,  -50.9394378 ],\n",
       "       [  49.42899646,  -19.15047414,   80.52665891, ...,   19.7682295 ,\n",
       "           9.68748453,   83.77669426],\n",
       "       ...,\n",
       "       [-102.93895324,  -40.04070406, -149.91759844, ...,   94.26117047,\n",
       "         108.50161691,   29.03566704],\n",
       "       [  -1.53363119,  126.2047702 , -151.73728463, ...,   46.03805122,\n",
       "         -35.69165893,   93.26260136],\n",
       "       [  33.21747051,   14.19240294,   33.28020104, ...,   83.08392446,\n",
       "           3.56286474,  129.93710672]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>low_freq</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-6.963 -6.882 ... 16.02 16.12</div><input id='attrs-345520d5-0498-4d42-8f32-e861d74c8b97' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-345520d5-0498-4d42-8f32-e861d74c8b97' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-caeb7aa6-0273-4acd-aeb8-dcee16e1be26' class='xr-var-data-in' type='checkbox'><label for='data-caeb7aa6-0273-4acd-aeb8-dcee16e1be26' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>low-frequency noise</dd><dt><span>units :</span></dt><dd>nT</dd></dl></div><div class='xr-var-data'><pre>array([[ -6.96288326,  -6.88223241,  -6.80205987, ...,  13.83045102,\n",
       "         13.96355034,  14.09723868],\n",
       "       [ -6.91264623,  -6.83201814,  -6.75186855, ...,  13.77434557,\n",
       "         13.90724522,  14.04073372],\n",
       "       [ -6.86272967,  -6.78212387,  -6.70199675, ...,  13.71837518,\n",
       "         13.85107564,  13.98436477],\n",
       "       ...,\n",
       "       [-22.58999985, -22.43825485, -22.28709851, ...,  15.75863621,\n",
       "         15.85721921,  15.95628088],\n",
       "       [-22.67363014, -22.52162374, -22.37020617, ...,  15.84061565,\n",
       "         15.93928316,  16.03842916],\n",
       "       [-22.75738812, -22.60511982, -22.45344056, ...,  15.92292296,\n",
       "         16.02167545,  16.12090624]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>residual</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-50.72 27.24 ... -12.46 113.8</div><input id='attrs-dddc73c3-f6b8-47ca-a12e-356ac3dca979' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dddc73c3-f6b8-47ca-a12e-356ac3dca979' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82988689-21f4-458d-8a61-859fcd226261' class='xr-var-data-in' type='checkbox'><label for='data-82988689-21f4-458d-8a61-859fcd226261' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>residual anomaly</dd><dt><span>units :</span></dt><dd>nT</dd></dl></div><div class='xr-var-data'><pre>array([[ -50.72448435,   27.23905631,  -61.05686084, ...,   -3.22057547,\n",
       "         -49.90843893,   52.6136973 ],\n",
       "       [  60.14080696,  -93.84137303,    3.72825347, ...,  -44.9185186 ,\n",
       "          13.04514029,  -64.98017152],\n",
       "       [  56.29172613,  -12.36835027,   87.22865566, ...,    6.04985432,\n",
       "          -4.16359112,   69.79232949],\n",
       "       ...,\n",
       "       [ -80.34895339,  -17.60244921, -127.63049993, ...,   78.50253426,\n",
       "          92.6443977 ,   13.07938616],\n",
       "       [  21.13999895,  148.72639394, -129.36707846, ...,   30.19743556,\n",
       "         -51.63094209,   77.2241722 ],\n",
       "       [  55.97485862,   36.79752277,   55.7336416 , ...,   67.1610015 ,\n",
       "         -12.45881071,  113.81620048]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-461460e0-e636-43be-b328-dca37a171d79' class='xr-section-summary-in' type='checkbox'  ><label for='section-461460e0-e636-43be-b328-dca37a171d79' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-69f370fa-939e-4212-ab50-c5ccf1334efb' class='xr-index-data-in' type='checkbox'/><label for='index-69f370fa-939e-4212-ab50-c5ccf1334efb' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   2232.5,            2234.85, 2237.2000000000003,\n",
       "                  2239.55,             2241.9,            2244.25,\n",
       "                   2246.6, 2248.9500000000003,             2251.3,\n",
       "                  2253.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;x&#x27;, length=960))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-bea58788-04e5-42ed-90bc-b7419a43b8c9' class='xr-index-data-in' type='checkbox'/><label for='index-bea58788-04e5-42ed-90bc-b7419a43b8c9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   1386.5, 1388.8500000000001,             1391.2,\n",
       "                  1393.55,             1395.9,            1398.25,\n",
       "       1400.6000000000001,            1402.95,             1405.3,\n",
       "                  1407.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;y&#x27;, length=600))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cabccaba-9dff-427f-bcea-f03564856652' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cabccaba-9dff-427f-bcea-f03564856652' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>file_name :</span></dt><dd>2x2Binned\\Bz_uc0.mat</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:   (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * x         (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "  * y         (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "    z         (y, x) float64 5.0 5.0 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 5.0 5.0 5.0\n",
       "Data variables:\n",
       "    bz        (y, x) float64 -57.69 20.36 -67.86 -84.68 ... 83.08 3.563 129.9\n",
       "    low_freq  (y, x) float64 -6.963 -6.882 -6.802 -6.722 ... 15.92 16.02 16.12\n",
       "    residual  (y, x) float64 -50.72 27.24 -61.06 -77.95 ... 67.16 -12.46 113.8\n",
       "Attributes:\n",
       "    file_name:  2x2Binned\\Bz_uc0.mat"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trend = vd.Trend(degree=3).fit((table.x, table.y), table.bz)\n",
    "low_frequency_noise = trend.grid(\n",
    "    coordinates=(data.x, data.y),\n",
    "    dims=(\"y\", \"x\"),\n",
    ")\n",
    "data = data.assign(low_freq=low_frequency_noise.scalars)\n",
    "data.low_freq.attrs = {\"long_name\": \"low-frequency noise\", \"units\": \"nT\"}\n",
    "data = data.assign(residual=data.bz - data.low_freq)\n",
    "data.residual.attrs = {\"long_name\": \"residual anomaly\", \"units\": \"nT\"}\n",
    "\n",
    "data.x.attrs = {\"units\": \"µm\"}\n",
    "data.y.attrs = {\"units\": \"µm\"}\n",
    "data.bz.attrs = {\"long_name\": \"vertical magnetic field\", \"units\": \"nT\"}\n",
    "\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2421f0e1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:15.567252Z",
     "iopub.status.busy": "2023-03-08T16:10:15.567055Z",
     "iopub.status.idle": "2023-03-08T16:10:17.176359Z",
     "shell.execute_reply": "2023-03-08T16:10:17.175744Z",
     "shell.execute_reply.started": "2023-03-08T16:10:15.567235Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1400x600 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 3, figsize=(14, 6))\n",
    "cbar_kwargs = dict(orientation=\"horizontal\", aspect=50, pad=0.1, shrink=0.9)\n",
    "for field, ax in zip([\"bz\", \"low_freq\", \"residual\"], axes.ravel()):\n",
    "    vmax = +10000\n",
    "    vmin = -10000\n",
    "    data[field].plot.pcolormesh(ax=ax, cmap=\"seismic\", cbar_kwargs=cbar_kwargs, vmax=vmax, vmin=vmin)\n",
    "for ax in axes.ravel():\n",
    "    ax.set_aspect(\"auto\")\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bead564a-be25-4c48-9027-276762dfc842",
   "metadata": {},
   "source": [
    "## 2. Upward continue the data to suppress the high-frequency noise"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fae7e3de-5bab-4faa-b2a2-e1324042b7fe",
   "metadata": {},
   "source": [
    "In this step, we want to upward continue as little as possible to make sure we retain most of the signal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c948cb92",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:20.457639Z",
     "iopub.status.busy": "2023-03-08T16:10:20.457063Z",
     "iopub.status.idle": "2023-03-08T16:10:20.545980Z",
     "shell.execute_reply": "2023-03-08T16:10:20.545379Z",
     "shell.execute_reply.started": "2023-03-08T16:10:20.457591Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PiascikSammy\\.conda\\envs\\micromag-euler-dipole\\lib\\site-packages\\xrft\\xrft.py:573: FutureWarning: Default ifft's behaviour (lag=None) changed! Default value of lag was zero (centered output coordinates) and is now set to transformed coordinate's attribute: 'direct_lag'.\n",
      "  warnings.warn(msg, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * y        (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "  * x        (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "    z        (y, x) float64 10.0 10.0 10.0 10.0 10.0 ... 10.0 10.0 10.0 10.0\n",
       "Data variables:\n",
       "    bz       (y, x) float64 7.02 -0.6279 -8.42 -14.06 ... 14.98 16.99 17.67 16.2</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b8d90fef-aedc-48a5-a1c0-cb37e7526c9d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b8d90fef-aedc-48a5-a1c0-cb37e7526c9d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 600</li><li><span class='xr-has-index'>x</span>: 960</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1f05f8c9-77c3-4ab0-8547-ac4d20fef098' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1f05f8c9-77c3-4ab0-8547-ac4d20fef098' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 1.405e+03 1.408e+03</div><input id='attrs-ebf7e55b-028d-4420-83e7-253d59ca92b3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ebf7e55b-028d-4420-83e7-253d59ca92b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be672d56-73b3-4c89-bfca-cb53d78535ba' class='xr-var-data-in' type='checkbox'><label for='data-be672d56-73b3-4c89-bfca-cb53d78535ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 1402.95, 1405.3 , 1407.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 2.251e+03 2.254e+03</div><input id='attrs-de433199-2be7-46b0-87c8-e9da8552f5d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-de433199-2be7-46b0-87c8-e9da8552f5d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be90b8c3-b2a5-47d0-999f-dd67f5a94fa6' class='xr-var-data-in' type='checkbox'><label for='data-be90b8c3-b2a5-47d0-999f-dd67f5a94fa6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 2248.95, 2251.3 , 2253.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>10.0 10.0 10.0 ... 10.0 10.0 10.0</div><input id='attrs-fe0e726a-6683-4962-b052-47f359d74c46' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fe0e726a-6683-4962-b052-47f359d74c46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cdb2f323-eac6-4aa2-8fab-29b9af2a9de1' class='xr-var-data-in' type='checkbox'><label for='data-cdb2f323-eac6-4aa2-8fab-29b9af2a9de1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([[10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       ...,\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-66fac0aa-f63f-48d8-86f2-2b362bd55599' class='xr-section-summary-in' type='checkbox'  checked><label for='section-66fac0aa-f63f-48d8-86f2-2b362bd55599' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bz</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.02 -0.6279 -8.42 ... 17.67 16.2</div><input id='attrs-ce42ec92-2db1-4332-a9f5-84c9594fa6f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ce42ec92-2db1-4332-a9f5-84c9594fa6f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bef875ca-3809-4b2f-af00-68b084329e35' class='xr-var-data-in' type='checkbox'><label for='data-bef875ca-3809-4b2f-af00-68b084329e35' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>vertical magnetic field</dd><dt><span>units :</span></dt><dd>nT</dd></dl></div><div class='xr-var-data'><pre>array([[ 7.02026383, -0.62790155, -8.42006614, ..., 13.88311726,\n",
       "        14.08193808, 12.45704154],\n",
       "       [ 5.95459836, -1.23135414, -7.533031  , ..., 13.79275389,\n",
       "        13.40322115, 11.1943167 ],\n",
       "       [ 7.12786558, -0.16455473, -6.23813196, ..., 17.21145138,\n",
       "        16.55741751, 13.21007162],\n",
       "       ...,\n",
       "       [14.41308243,  6.17785226,  0.15385014, ..., 27.45894494,\n",
       "        27.11193341, 22.97415563],\n",
       "       [12.43817684,  3.77078988, -4.68677683, ..., 21.60687999,\n",
       "        22.06401984, 19.3115862 ],\n",
       "       [10.33273702,  1.9181018 , -7.10896933, ..., 16.99125373,\n",
       "        17.67388695, 16.19698188]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-819fec0d-6186-42a0-b28e-253948a23ad0' class='xr-section-summary-in' type='checkbox'  ><label for='section-819fec0d-6186-42a0-b28e-253948a23ad0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a65e5a10-e900-4e96-b103-4fad951aa34e' class='xr-index-data-in' type='checkbox'/><label for='index-a65e5a10-e900-4e96-b103-4fad951aa34e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   1386.5, 1388.8500000000001,             1391.2,\n",
       "                  1393.55,             1395.9,            1398.25,\n",
       "       1400.6000000000001,            1402.95,             1405.3,\n",
       "                  1407.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;y&#x27;, length=600))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ee26e73f-1001-4ba2-8206-a452676c0848' class='xr-index-data-in' type='checkbox'/><label for='index-ee26e73f-1001-4ba2-8206-a452676c0848' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   2232.5,            2234.85, 2237.2000000000003,\n",
       "                  2239.55,             2241.9,            2244.25,\n",
       "                   2246.6, 2248.9500000000003,             2251.3,\n",
       "                  2253.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;x&#x27;, length=960))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ee693b93-1174-40f2-b87e-4cf707846196' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ee693b93-1174-40f2-b87e-4cf707846196' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * y        (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "  * x        (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "    z        (y, x) float64 10.0 10.0 10.0 10.0 10.0 ... 10.0 10.0 10.0 10.0\n",
       "Data variables:\n",
       "    bz       (y, x) float64 7.02 -0.6279 -8.42 -14.06 ... 14.98 16.99 17.67 16.2"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "height_difference = 5\n",
    "\n",
    "# Have to assign the same points as the data because the Harmonica\n",
    "# transforms give slightly different coordinates due to round-off.\n",
    "# This is a bug and is being worked on.\n",
    "data_up = (\n",
    "    hm.upward_continuation(data.bz, height_difference)\n",
    "    .assign_attrs(data.bz.attrs)\n",
    "    .to_dataset(name=\"bz\")\n",
    "    .assign_coords(x=data.x, y=data.y)\n",
    "    .assign_coords(z=data.z + height_difference)\n",
    ")\n",
    "\n",
    "data_up.z.attrs = {\"units\": \"µm\"}\n",
    "\n",
    "data_up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b5fb6411",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:25.175850Z",
     "iopub.status.busy": "2023-03-08T16:10:25.175223Z",
     "iopub.status.idle": "2023-03-08T16:10:25.712764Z",
     "shell.execute_reply": "2023-03-08T16:10:25.712244Z",
     "shell.execute_reply.started": "2023-03-08T16:10:25.175797Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x1d808658b50>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "scale = 10000\n",
    "data_up.bz.plot.pcolormesh(cmap=\"seismic\", vmax=scale, vmin=-scale)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bce4701f",
   "metadata": {},
   "source": [
    "## 3. Calculate the TGA"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fbef2941",
   "metadata": {},
   "source": [
    "We do this with finite difference derivatives to avoid amplifying noise."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ba6531cb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:28.767352Z",
     "iopub.status.busy": "2023-03-08T16:10:28.766760Z",
     "iopub.status.idle": "2023-03-08T16:10:28.938125Z",
     "shell.execute_reply": "2023-03-08T16:10:28.937560Z",
     "shell.execute_reply.started": "2023-03-08T16:10:28.767304Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PiascikSammy\\.conda\\envs\\micromag-euler-dipole\\lib\\site-packages\\xrft\\xrft.py:573: FutureWarning: Default ifft's behaviour (lag=None) changed! Default value of lag was zero (centered output coordinates) and is now set to transformed coordinate's attribute: 'direct_lag'.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "C:\\Users\\PiascikSammy\\.conda\\envs\\micromag-euler-dipole\\lib\\site-packages\\xrft\\xrft.py:573: FutureWarning: Default ifft's behaviour (lag=None) changed! Default value of lag was zero (centered output coordinates) and is now set to transformed coordinate's attribute: 'direct_lag'.\n",
      "  warnings.warn(msg, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * y        (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "  * x        (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "    z        (y, x) float64 10.0 10.0 10.0 10.0 10.0 ... 10.0 10.0 10.0 10.0\n",
       "Data variables:\n",
       "    bz       (y, x) float64 7.02 -0.6279 -8.42 -14.06 ... 14.98 16.99 17.67 16.2\n",
       "    tga      (y, x) float64 3.286 3.53 4.23 4.646 ... 2.149 2.49 2.561 3.881\n",
       "    x_deriv  (y, x) float64 -3.255 -3.285 -2.859 ... 0.5738 -0.169 -0.6285\n",
       "    y_deriv  (y, x) float64 -0.4535 -0.2568 0.3775 ... -1.964 -1.868 -1.325\n",
       "    z_deriv  (y, x) float64 0.04487 1.266 3.094 4.336 ... -1.419 -1.743 -3.593</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-663b0f96-c667-43ca-9f3e-7b80a5699613' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-663b0f96-c667-43ca-9f3e-7b80a5699613' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 600</li><li><span class='xr-has-index'>x</span>: 960</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-97d612f0-09a8-4b78-8698-784af2ec7940' class='xr-section-summary-in' type='checkbox'  checked><label for='section-97d612f0-09a8-4b78-8698-784af2ec7940' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 1.405e+03 1.408e+03</div><input id='attrs-a79c82f2-d6f7-46e5-b8d9-eb2dad4bd06e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a79c82f2-d6f7-46e5-b8d9-eb2dad4bd06e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b13fd8a3-8520-49c5-b3b8-6507f4ac4492' class='xr-var-data-in' type='checkbox'><label for='data-b13fd8a3-8520-49c5-b3b8-6507f4ac4492' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 1402.95, 1405.3 , 1407.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.35 ... 2.251e+03 2.254e+03</div><input id='attrs-f7928dbc-5edd-4983-9346-432a4cf97bc6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f7928dbc-5edd-4983-9346-432a4cf97bc6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ce8f14e-7b30-44d0-b0c9-ecc9f3163883' class='xr-var-data-in' type='checkbox'><label for='data-3ce8f14e-7b30-44d0-b0c9-ecc9f3163883' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([   0.  ,    2.35,    4.7 , ..., 2248.95, 2251.3 , 2253.65])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>10.0 10.0 10.0 ... 10.0 10.0 10.0</div><input id='attrs-c065789c-dd05-4c3a-b748-aa29e1274a09' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c065789c-dd05-4c3a-b748-aa29e1274a09' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1f0c6e1-545c-4956-88b0-e741862b2a66' class='xr-var-data-in' type='checkbox'><label for='data-e1f0c6e1-545c-4956-88b0-e741862b2a66' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>µm</dd></dl></div><div class='xr-var-data'><pre>array([[10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       ...,\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.],\n",
       "       [10., 10., 10., ..., 10., 10., 10.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dc47bd8b-a9c5-4e4c-bdec-f64cb1ff2628' class='xr-section-summary-in' type='checkbox'  checked><label for='section-dc47bd8b-a9c5-4e4c-bdec-f64cb1ff2628' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bz</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.02 -0.6279 -8.42 ... 17.67 16.2</div><input id='attrs-a0d73fe4-8b9a-4e9c-ae66-2edf1c75a2b3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a0d73fe4-8b9a-4e9c-ae66-2edf1c75a2b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ced9735-858f-425c-9030-f9d88c49be9e' class='xr-var-data-in' type='checkbox'><label for='data-8ced9735-858f-425c-9030-f9d88c49be9e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>vertical magnetic field</dd><dt><span>units :</span></dt><dd>nT</dd></dl></div><div class='xr-var-data'><pre>array([[ 7.02026383, -0.62790155, -8.42006614, ..., 13.88311726,\n",
       "        14.08193808, 12.45704154],\n",
       "       [ 5.95459836, -1.23135414, -7.533031  , ..., 13.79275389,\n",
       "        13.40322115, 11.1943167 ],\n",
       "       [ 7.12786558, -0.16455473, -6.23813196, ..., 17.21145138,\n",
       "        16.55741751, 13.21007162],\n",
       "       ...,\n",
       "       [14.41308243,  6.17785226,  0.15385014, ..., 27.45894494,\n",
       "        27.11193341, 22.97415563],\n",
       "       [12.43817684,  3.77078988, -4.68677683, ..., 21.60687999,\n",
       "        22.06401984, 19.3115862 ],\n",
       "       [10.33273702,  1.9181018 , -7.10896933, ..., 16.99125373,\n",
       "        17.67388695, 16.19698188]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tga</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.286 3.53 4.23 ... 2.561 3.881</div><input id='attrs-c2679a8b-5db5-4a0e-a82f-60420bc5038b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c2679a8b-5db5-4a0e-a82f-60420bc5038b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ae85235-7029-4733-917e-ab12a76f5b7e' class='xr-var-data-in' type='checkbox'><label for='data-2ae85235-7029-4733-917e-ab12a76f5b7e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>total gradient amplitude</dd><dt><span>units :</span></dt><dd>nT/µm</dd></dl></div><div class='xr-var-data'><pre>array([[3.28628567, 3.53007309, 4.22954849, ..., 0.29089862, 0.48971122,\n",
       "        1.63598543],\n",
       "       [3.05995644, 3.43650939, 3.03217183, ..., 0.88345874, 0.76426409,\n",
       "        1.03166558],\n",
       "       [3.39032773, 2.86475095, 2.42739071, ..., 2.09015154, 2.47841057,\n",
       "        2.54337116],\n",
       "       ...,\n",
       "       [3.66623084, 3.60251295, 4.12935763, ..., 4.88763029, 5.20656953,\n",
       "        4.49637991],\n",
       "       [4.05443826, 3.75503093, 5.06486762, ..., 3.11714117, 3.28248237,\n",
       "        3.64868843],\n",
       "       [4.17967907, 3.80943943, 4.2413906 , ..., 2.49017637, 2.56050059,\n",
       "        3.88089497]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x_deriv</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-3.255 -3.285 ... -0.169 -0.6285</div><input id='attrs-6d5f5ddf-b0a9-4d95-8f63-be0b0478139a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d5f5ddf-b0a9-4d95-8f63-be0b0478139a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-160194f5-1329-45a0-8558-51220217881e' class='xr-var-data-in' type='checkbox'><label for='data-160194f5-1329-45a0-8558-51220217881e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>x-derivative</dd><dt><span>units :</span></dt><dd>nT/µm</dd></dl></div><div class='xr-var-data'><pre>array([[-3.25453846, -3.28517659, -2.85855988, ...,  0.24359603,\n",
       "        -0.30342037, -0.69144533],\n",
       "       [-3.05785213, -2.86970838, -2.42762113, ..., -0.02020244,\n",
       "        -0.55285898, -0.93995934],\n",
       "       [-3.10315758, -2.84382926, -2.4243338 , ...,  0.0849526 ,\n",
       "        -0.8513574 , -1.42440251],\n",
       "       ...,\n",
       "       [-3.50435326, -3.03387921, -1.6329104 , ...,  0.36435396,\n",
       "        -0.95421049, -1.7607565 ],\n",
       "       [-3.68824977, -3.64360716, -2.64883362, ...,  0.65520398,\n",
       "        -0.48836038, -1.17124836],\n",
       "       [-3.58069584, -3.71100135, -3.21794223, ...,  0.57378768,\n",
       "        -0.16899401, -0.62847024]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y_deriv</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-0.4535 -0.2568 ... -1.868 -1.325</div><input id='attrs-59fed191-0201-44ff-95f4-f44298eb50bd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-59fed191-0201-44ff-95f4-f44298eb50bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7009c5cb-8c3b-4272-bc8f-06a49469192b' class='xr-var-data-in' type='checkbox'><label for='data-7009c5cb-8c3b-4272-bc8f-06a49469192b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>y-derivative</dd><dt><span>units :</span></dt><dd>nT/µm</dd></dl></div><div class='xr-var-data'><pre>array([[-0.45347467, -0.25678833,  0.37746176, ..., -0.0384525 ,\n",
       "        -0.28881571, -0.53732972],\n",
       "       [ 0.02289399,  0.09858443,  0.46424132, ...,  0.7081562 ,\n",
       "         0.52669775,  0.16021916],\n",
       "       [ 0.3153265 ,  0.11578628,  0.08943721, ...,  1.87354852,\n",
       "         1.9048138 ,  1.0572774 ],\n",
       "       ...,\n",
       "       [-1.06784731, -1.36766375, -2.28304156, ..., -2.0036042 ,\n",
       "        -1.69512204, -1.468738  ],\n",
       "       [-0.8681586 , -0.90632989, -1.54528074, ..., -2.22716834,\n",
       "        -2.00809499, -1.44195186],\n",
       "       [-0.89593184, -0.78837791, -1.03072021, ..., -1.96409628,\n",
       "        -1.86814165, -1.32536354]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>z_deriv</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.04487 1.266 ... -1.743 -3.593</div><input id='attrs-d6df5457-6d17-4f20-8d40-92222ef807cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d6df5457-6d17-4f20-8d40-92222ef807cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1752b50c-8410-40e6-b6ee-c913611aa447' class='xr-var-data-in' type='checkbox'><label for='data-1752b50c-8410-40e6-b6ee-c913611aa447' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>z-derivative</dd><dt><span>units :</span></dt><dd>nT/µm</dd></dl></div><div class='xr-var-data'><pre>array([[ 0.04487334,  1.26613213,  3.09438823, ...,  0.1542867 ,\n",
       "        -0.25365064, -1.38189306],\n",
       "       [-0.11112899,  1.88802854,  1.75647421, ...,  0.52783143,\n",
       "        -0.03218751, -0.39387831],\n",
       "       [-1.32864756,  0.32561733,  0.08265745, ..., -0.92267679,\n",
       "        -1.33768229, -1.82262966],\n",
       "       ...,\n",
       "       [ 0.1430346 ,  1.37955512,  3.02868276, ..., -4.44316849,\n",
       "        -4.82953516, -3.86781302],\n",
       "       [-1.44276952, -0.05431645,  4.03096414, ..., -2.08014374,\n",
       "        -2.55024492, -3.14036293],\n",
       "       [-1.96103048, -0.34461282,  2.56356351, ..., -1.41917999,\n",
       "        -1.74288585, -3.59301856]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5e6886a9-f243-4267-8cda-4b7cf996d576' class='xr-section-summary-in' type='checkbox'  ><label for='section-5e6886a9-f243-4267-8cda-4b7cf996d576' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>y</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f470653f-de1a-41e4-b95b-e63127a536f3' class='xr-index-data-in' type='checkbox'/><label for='index-f470653f-de1a-41e4-b95b-e63127a536f3' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   1386.5, 1388.8500000000001,             1391.2,\n",
       "                  1393.55,             1395.9,            1398.25,\n",
       "       1400.6000000000001,            1402.95,             1405.3,\n",
       "                  1407.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;y&#x27;, length=600))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d1e738ff-132f-4ac1-87bb-7a4e46e75461' class='xr-index-data-in' type='checkbox'/><label for='index-d1e738ff-132f-4ac1-87bb-7a4e46e75461' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([               0.0,               2.35,                4.7,\n",
       "        7.050000000000001,                9.4,              11.75,\n",
       "       14.100000000000001,              16.45,               18.8,\n",
       "       21.150000000000002,\n",
       "       ...\n",
       "                   2232.5,            2234.85, 2237.2000000000003,\n",
       "                  2239.55,             2241.9,            2244.25,\n",
       "                   2246.6, 2248.9500000000003,             2251.3,\n",
       "                  2253.65],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;x&#x27;, length=960))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-93ca630e-554f-4638-8314-d6fbb150499f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-93ca630e-554f-4638-8314-d6fbb150499f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (y: 600, x: 960)\n",
       "Coordinates:\n",
       "  * y        (y) float64 0.0 2.35 4.7 7.05 ... 1.403e+03 1.405e+03 1.408e+03\n",
       "  * x        (x) float64 0.0 2.35 4.7 7.05 ... 2.249e+03 2.251e+03 2.254e+03\n",
       "    z        (y, x) float64 10.0 10.0 10.0 10.0 10.0 ... 10.0 10.0 10.0 10.0\n",
       "Data variables:\n",
       "    bz       (y, x) float64 7.02 -0.6279 -8.42 -14.06 ... 14.98 16.99 17.67 16.2\n",
       "    tga      (y, x) float64 3.286 3.53 4.23 4.646 ... 2.149 2.49 2.561 3.881\n",
       "    x_deriv  (y, x) float64 -3.255 -3.285 -2.859 ... 0.5738 -0.169 -0.6285\n",
       "    y_deriv  (y, x) float64 -0.4535 -0.2568 0.3775 ... -1.964 -1.868 -1.325\n",
       "    z_deriv  (y, x) float64 0.04487 1.266 3.094 4.336 ... -1.419 -1.743 -3.593"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_up = data_up.assign(mg.data_gradients(data_up.bz))\n",
    "data_up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "5dffe9db",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:10:29.610735Z",
     "iopub.status.busy": "2023-03-08T16:10:29.609745Z",
     "iopub.status.idle": "2023-03-08T16:10:31.638208Z",
     "shell.execute_reply": "2023-03-08T16:10:31.637473Z",
     "shell.execute_reply.started": "2023-03-08T16:10:29.610689Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x1000 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(2, 2, figsize=(8, 10), sharey=\"row\")\n",
    "cbar_kwargs = dict(orientation=\"horizontal\", aspect=50, pad=0.15, shrink=0.5)\n",
    "for field, ax in zip([\"tga\", \"x_deriv\", \"y_deriv\", \"z_deriv\"], axes.ravel()):\n",
    "    if field == \"tga\":\n",
    "        cmap = \"plasma\"\n",
    "        vmax=None\n",
    "        vmin=None\n",
    "    else:\n",
    "        vmax= None# 500\n",
    "        vmin= None#-500\n",
    "        cmap=\"seismic\"\n",
    "    data_up[field].plot.pcolormesh(ax=ax, cmap=cmap, cbar_kwargs=cbar_kwargs, vmax=vmax, vmin=vmin)\n",
    "for ax in axes.ravel():\n",
    "    ax.set_aspect(\"auto\")\n",
    "    \n",
    "axes[0,1].set_ylabel(None)\n",
    "axes[1,1].set_ylabel(None)\n",
    "plt.tight_layout(pad=0, h_pad=0, w_pad=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e549ef37",
   "metadata": {},
   "source": [
    "## 4. Stretch the contrast"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86f0a1c2",
   "metadata": {},
   "source": [
    "Now we need to stretch the contrast of the TGA to make the anomalies easier to detect."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0e7e33d1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:13:39.847029Z",
     "iopub.status.busy": "2023-03-08T16:13:39.846327Z",
     "iopub.status.idle": "2023-03-08T16:13:39.866780Z",
     "shell.execute_reply": "2023-03-08T16:13:39.865707Z",
     "shell.execute_reply.started": "2023-03-08T16:13:39.846980Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "ax = plt.subplot(111)\n",
    "stretched = skimage.exposure.rescale_intensity(\n",
    "    data_up.tga, \n",
    "    in_range=tuple(np.percentile(data_up.tga, (1, 99))),\n",
    ")\n",
    "data_up = data_up.assign(tga_stretched=xr.DataArray(stretched, coords=data_up.coords))\n",
    "data_up.tga_stretched.plot.pcolormesh(cmap=\"gray_r\")\n",
    "ax.set_aspect(\"equal\")\n",
    "plt.savefig('Bz_uc0_blobs.png', dpi=500)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c11f3c19",
   "metadata": {},
   "source": [
    "## 5. Blob detection"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6b62481",
   "metadata": {},
   "source": [
    "To detect the bounding boxes of each anomaly, we use the LoG method in scikit-image. The code below calls it with some conveniences, like passing the range of anomaly sizes in physical units (µm) instead of number of pixels. It returns the bounding box of each anomaly (x_min, x_max, y_min, y_max) also in physical units."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "50d032b4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:14:37.850691Z",
     "iopub.status.busy": "2023-03-08T16:14:37.850184Z",
     "iopub.status.idle": "2023-03-08T16:14:44.470574Z",
     "shell.execute_reply": "2023-03-08T16:14:44.467582Z",
     "shell.execute_reply.started": "2023-03-08T16:14:37.850650Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "%%time\n",
    "windows = mg.detect_anomalies(\n",
    "    data_up.tga_stretched, \n",
    "    size_range=[15, 80],\n",
    "    size_increment=1.0,\n",
    "    threshold=0.055,\n",
    "    overlap=0.0,\n",
    "    exclude_border=15,\n",
    "    nsizes=30,\n",
    ")\n",
    "print('Sources detected: ', np.shape(windows)[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8b1bee6d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:14:44.473420Z",
     "iopub.status.busy": "2023-03-08T16:14:44.472377Z",
     "iopub.status.idle": "2023-03-08T16:14:45.125655Z",
     "shell.execute_reply": "2023-03-08T16:14:45.125134Z",
     "shell.execute_reply.started": "2023-03-08T16:14:44.473391Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "ax = plt.subplot(111)\n",
    "scale = 500\n",
    "\n",
    "data_up.bz.plot.pcolormesh(ax=ax, cmap=\"seismic\", vmax=scale, vmin=-scale)\n",
    "\n",
    "for window in windows:\n",
    "    rect = matplotlib.patches.Rectangle(\n",
    "        xy=[window[0], window[2]],\n",
    "        width=window[1] - window[0],\n",
    "        height=window[3] - window[2],\n",
    "        edgecolor=\"k\",\n",
    "        fill=False,\n",
    "        linewidth=1,\n",
    "    )\n",
    "    ax.add_patch(rect)  \n",
    "ax.set_aspect(\"equal\")\n",
    "\n",
    "plt.savefig('Bz_uc0_sources.png', dpi=500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "00792bdf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# export windows\n",
    "spacing = data.x.values[1]-data.x.values[0]\n",
    "\n",
    "x1, x2, y1, y2 = [], [], [], []\n",
    "for window in windows:\n",
    "    x1.append(int(np.round(window[0]/spacing,0)))\n",
    "    x2.append(int(np.round(window[1]/spacing,0)))\n",
    "    y1.append(int(np.round(window[2]/spacing,0)))\n",
    "    y2.append(int(np.round(window[3]/spacing,0)))\n",
    "    \n",
    "\n",
    "import pandas as pd\n",
    "df1 = pd.DataFrame(data={'X1 (px)': x1,\n",
    "                        'X2 (px)': x2,\n",
    "                        'Y1 (px)': y1,\n",
    "                        'Y2 (px)': y2\n",
    "                       })\n",
    "\n",
    "\n",
    "df1.to_csv('FOV1_sources.csv', index=False)\n",
    "\n",
    "df1.head(-5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10b049ab",
   "metadata": {},
   "source": [
    "Now that we know the bounding box of each anomaly, we can run the Euler deconvolution and moment inversion for each anomaly separately."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ef1510e",
   "metadata": {},
   "source": [
    "# Euler Deconvolution and Inversion"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f49991ba",
   "metadata": {},
   "source": [
    "Run the Euler Deconvolution and the inversion on each window."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8bdbdd25",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:18:06.929631Z",
     "iopub.status.busy": "2023-03-08T16:18:06.928818Z",
     "iopub.status.idle": "2023-03-08T16:18:10.396127Z",
     "shell.execute_reply": "2023-03-08T16:18:10.395438Z",
     "shell.execute_reply.started": "2023-03-08T16:18:06.929577Z"
    },
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": [
    "%%time\n",
    "positions = []\n",
    "estimated_dipole_moments = []\n",
    "estimated_stds = []\n",
    "calculated_r2 = []\n",
    "calculated_SNR = []\n",
    "windows_filtered = []\n",
    "base_levels = []\n",
    "for window in windows:\n",
    "    anomaly = data_up.sel(x=slice(*window[:2]), y=slice(*window[2:]))\n",
    "    position, base_level = mg.euler_deconvolution(\n",
    "        anomaly.bz, \n",
    "        anomaly.x_deriv, \n",
    "        anomaly.y_deriv, \n",
    "        anomaly.z_deriv,\n",
    "    )\n",
    "    \n",
    "    anomaly = data.sel(x=slice(*window[:2]), y=slice(*window[2:]))\n",
    "    \n",
    "#     anomaly = data.sel(x=slice(*window[:2]), y=slice(*window[2:]))\n",
    "    data_minus_background = anomaly.bz.values #- base_level\n",
    "    anomaly = anomaly.assign(data_minus_background=(['y','x'], data_minus_background))\n",
    "    anomaly.data_minus_background.attrs = {\"long_name\": \"dipole-model\", \"units\": \"nT\"}\n",
    "    \n",
    "    moment, covariance, r2, SNR = mg.dipole_moment_inversion(\n",
    "        anomaly.data_minus_background, position,\n",
    "    )\n",
    "    \n",
    "    # Filter out solutions that don't meet quality criteria\n",
    "    bad_euler =  False#position[2] > 0\n",
    "    poor_fit = False\n",
    "#     poor_fit = r2 < 0.85\n",
    "    if bad_euler or poor_fit:\n",
    "        continue\n",
    "    print(\"R²: %s and SNR: %s\"%(r2,SNR))  \n",
    "    positions.append(position)  \n",
    "    estimated_dipole_moments.append(moment)\n",
    "    estimated_stds.append(mg.covariance_to_angle_std(moment, covariance))\n",
    "    calculated_r2.append(r2)\n",
    "    calculated_SNR.append(SNR)\n",
    "    windows_filtered.append(window)\n",
    "    base_levels.append(base_level)\n",
    "positions = np.transpose(positions)\n",
    "\n",
    "print()\n",
    "print(\"Dipole moments estimated:\", positions.shape[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "84e974fe-61bd-4862-b65b-56a28c871a33",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:18:10.397524Z",
     "iopub.status.busy": "2023-03-08T16:18:10.397237Z",
     "iopub.status.idle": "2023-03-08T16:18:11.082829Z",
     "shell.execute_reply": "2023-03-08T16:18:11.082296Z",
     "shell.execute_reply.started": "2023-03-08T16:18:10.397500Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(7, 6))\n",
    "cbar_kwargs = dict(orientation=\"horizontal\", aspect=50, pad=0.09, shrink=0.5)\n",
    "scale = 5000\n",
    "data_up.bz.plot.pcolormesh(ax=ax, cmap=\"gray_r\", vmin=-scale, vmax=scale, add_colorbar=False)\n",
    "for window in windows_filtered:\n",
    "    rect = matplotlib.patches.Rectangle(\n",
    "        xy=[window[0], window[2]],\n",
    "        width=window[1] - window[0],\n",
    "        height=window[3] - window[2],\n",
    "        edgecolor=\"k\",\n",
    "        fill=False,\n",
    "        linewidth=1.1,\n",
    "    )\n",
    "    ax.add_patch(rect)\n",
    "\n",
    "tmp = ax.scatter(*positions[:2], c=positions[2], cmap=\"Oranges_r\", s=60, edgecolor='k')\n",
    "fig.colorbar(tmp, **cbar_kwargs, label=\"z estimate [µm]\")\n",
    "\n",
    "ax.set_aspect(\"equal\")\n",
    "plt.tight_layout(w_pad=0, pad=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "930030cb-072d-4a9f-9268-eabf404b29ac",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:20:55.235430Z",
     "iopub.status.busy": "2023-03-08T16:20:55.234822Z",
     "iopub.status.idle": "2023-03-08T16:20:55.924773Z",
     "shell.execute_reply": "2023-03-08T16:20:55.924273Z",
     "shell.execute_reply.started": "2023-03-08T16:20:55.235378Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(7, 6))\n",
    "cbar_kwargs = dict(orientation=\"horizontal\", aspect=50, pad=0.09, shrink=0.5)\n",
    "scale = 5000\n",
    "data_up.bz.plot.pcolormesh(ax=ax, cmap=\"gray_r\", vmin=-scale, vmax=scale, add_colorbar=False)\n",
    "for window in windows_filtered:\n",
    "    rect = matplotlib.patches.Rectangle(\n",
    "        xy=[window[0], window[2]],\n",
    "        width=window[1] - window[0],\n",
    "        height=window[3] - window[2],\n",
    "        edgecolor=\"k\",\n",
    "        fill=False,\n",
    "        linewidth=1.1,\n",
    "    )\n",
    "    ax.add_patch(rect)\n",
    "\n",
    "estimated = mg.vector_to_angles(estimated_dipole_moments)\n",
    "scale = vd.maxabs(estimated[0])\n",
    "tmp = ax.scatter(*positions[:2], c=estimated[0], cmap=\"seismic\", vmin=-scale, vmax=scale, s=60, edgecolor='k')\n",
    "fig.colorbar(tmp, **cbar_kwargs, label=\"inclination\")\n",
    "\n",
    "ax.set_aspect(\"equal\")\n",
    "plt.tight_layout(w_pad=0, pad=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "07385907-410c-4670-9714-8bd55fdf37cc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:21:37.615995Z",
     "iopub.status.busy": "2023-03-08T16:21:37.614665Z",
     "iopub.status.idle": "2023-03-08T16:21:38.275143Z",
     "shell.execute_reply": "2023-03-08T16:21:38.274603Z",
     "shell.execute_reply.started": "2023-03-08T16:21:37.615933Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(7, 6))\n",
    "cbar_kwargs = dict(orientation=\"horizontal\", aspect=50, pad=0.09, shrink=0.5)\n",
    "scale = 5000\n",
    "data_up.bz.plot.pcolormesh(ax=ax, cmap=\"gray_r\", vmin=-scale, vmax=scale, add_colorbar=False)\n",
    "for window in windows_filtered:\n",
    "    rect = matplotlib.patches.Rectangle(\n",
    "        xy=[window[0], window[2]],\n",
    "        width=window[1] - window[0],\n",
    "        height=window[3] - window[2],\n",
    "        edgecolor=\"k\",\n",
    "        fill=False,\n",
    "        linewidth=1.1,\n",
    "    )\n",
    "    ax.add_patch(rect)\n",
    "\n",
    "estimated = mg.vector_to_angles(estimated_dipole_moments)\n",
    "scale = vd.maxabs(estimated[1])\n",
    "tmp = ax.scatter(*positions[:2], c=estimated[1], cmap=\"seismic\", vmin=-scale, vmax=scale, s=60, edgecolor='k')\n",
    "fig.colorbar(tmp, **cbar_kwargs, label=\"declination\")\n",
    "\n",
    "ax.set_aspect(\"equal\")\n",
    "plt.tight_layout(w_pad=0, pad=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "945d39b5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-08T16:18:25.313879Z",
     "iopub.status.busy": "2023-03-08T16:18:25.313262Z",
     "iopub.status.idle": "2023-03-08T16:18:25.598706Z",
     "shell.execute_reply": "2023-03-08T16:18:25.598208Z",
     "shell.execute_reply.started": "2023-03-08T16:18:25.313829Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "fig, ax = mplstereonet.subplots(1, 1, figsize=(4, 4), constrained_layout=True)\n",
    "ax.grid()\n",
    "estimated = mg.vector_to_angles(estimated_dipole_moments)\n",
    "scatter_args = dict(\n",
    "    vmin=np.log10(np.min(estimated[2])),\n",
    "    vmax=np.log10(np.max(estimated[2])),\n",
    "    cmap=\"Oranges\",\n",
    "    edgecolors=\"#333333\",\n",
    "    linewidths=1,\n",
    "    s=30,\n",
    "    zorder=2,\n",
    ")\n",
    "pos_inc = estimated[0] > 0\n",
    "tmp = ax.scatter(\n",
    "    *mplstereonet.line(estimated[0][pos_inc], estimated[1][pos_inc]),\n",
    "    c=np.log10(estimated[2][pos_inc]),\n",
    "    marker=\"s\",\n",
    "    **scatter_args,\n",
    ")\n",
    "tmp = ax.scatter(\n",
    "    *mplstereonet.line(-estimated[0][~pos_inc], estimated[1][~pos_inc]),\n",
    "    c=np.log10(estimated[2][~pos_inc]),\n",
    "    marker=\"o\",\n",
    "    **scatter_args,\n",
    ")\n",
    "\n",
    "ticks=np.linspace( np.log10(np.min(estimated[2])),\n",
    "                   np.log10(np.max(estimated[2])), 5)\n",
    "tick_labels = []\n",
    "for i in (ticks):\n",
    "    tick_labels.append(\"{:.2e}\".format(10**i))\n",
    "\n",
    "    \n",
    "clb = fig.colorbar(\n",
    "    tmp, \n",
    "    cax=fig.add_axes([0, -0.1, 1, 0.02]), \n",
    "    orientation=\"horizontal\", \n",
    "    label=\"dipole moment [$A.m^2$]\",\n",
    "    format=\"%.2e\",\n",
    "    ticks = ticks).set_ticklabels(tick_labels)\n",
    "\n",
    "plt.scatter([],[], marker='s', color='white', edgecolors='k', label=r'$Inc \\geq 0° $')\n",
    "plt.scatter([],[], marker='o', color='white', edgecolors='k', label=r'$Inc < 0° $')\n",
    "\n",
    "legend = plt.legend(bbox_to_anchor=(1.05, 9.0), frameon=1, framealpha=1.0)\n",
    "frame = legend.get_frame()\n",
    "frame.set_facecolor('w')\n",
    "frame.set_edgecolor('w')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "242ebd8e-0e6a-4b12-b3bc-c376ffeaa62b",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# windows_filtered = np.reshape( windows_filtered, (int(np.size(windows_filtered)/4), 4) )\n",
    "# base_level_count = 0\n",
    "# for window, position in zip(windows_filtered, positions.T):\n",
    "#     anomaly = data_up.sel(x=slice(*window[:2]), y=slice(*window[2:]))\n",
    "#     moment, covariance, r2, SNR = mg.dipole_moment_inversion(\n",
    "#         anomaly.bz, position,\n",
    "#     )\n",
    "#     estimated_dipole_moments.append(moment)\n",
    "#     estimated_stds.append(mg.covariance_to_angle_std(moment, covariance))\n",
    "#     calculated_r2.append(r2)\n",
    "#     calculated_SNR.append(SNR)\n",
    "    \n",
    "#     einc, edec, eamp = mg.vector_to_angles(moment)\n",
    "#     print(\"R²: %s  | Dec: %s | Inc: %s | Amp: %s\"%(r2,edec,einc,eamp))\n",
    "#     print(\"SNR: %s |  Xc: %s |  Yc: %s |  Zc: %s\"%(SNR,position[0],position[1],position[2]))\n",
    "    \n",
    "    \n",
    "#     # remove background from the window\n",
    "#     data_minus_background = anomaly.bz.values - base_levels[base_level_count]\n",
    "#     base_level_count += 1\n",
    "#     anomaly = anomaly.assign(data_minus_background=(['y','x'], data_minus_background))\n",
    "#     anomaly.data_minus_background.attrs = {\"long_name\": \"dipole-model\", \"units\": \"nT\"}\n",
    "    \n",
    "#     # calculate model\n",
    "#     coord_slice = vd.grid_coordinates(\n",
    "#     region=[(anomaly.x.values).min(), (anomaly.x.values).max(), (anomaly.y.values).min(), (anomaly.y.values).max()],  # µm\n",
    "#     shape=anomaly.bz.shape,  # µm\n",
    "#     extra_coords=(anomaly.z.values).mean()\n",
    "#     )   \n",
    "#     model = mg.dipole_bz(coord_slice, position, moment)\n",
    "    \n",
    "\n",
    "#     anomaly = anomaly.assign(model=(['y','x'], model))\n",
    "#     anomaly.model.attrs = {\"long_name\": \"dipole-model\", \"units\": \"nT\"}\n",
    "\n",
    "#     error = anomaly.bz.values - anomaly.model.values\n",
    "#     anomaly = anomaly.assign(error=(['y','x'],error))\n",
    "#     anomaly.error.attrs = {\"long_name\": \"error model\", \"units\": \"nT\"}\n",
    "    \n",
    "#     # plot\n",
    "#     fig, axes = plt.subplots(1, 3, figsize=(14, 14))\n",
    "#     cbar_kwargs = dict(orientation=\"horizontal\", aspect=50, pad=0.05, shrink=0.9)\n",
    "#     for field, ax in zip([\"data_minus_background\", \"model\", \"error\"], axes.ravel()):\n",
    "        \n",
    "#         anomaly[field].plot.pcolormesh(ax=ax, cmap=\"seismic\", cbar_kwargs=cbar_kwargs)\n",
    "    \n",
    "#     for ax in axes.ravel():\n",
    "#         ax.set_aspect(\"equal\")\n",
    "#     plt.tight_layout()\n",
    "#     plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3012b922",
   "metadata": {},
   "source": [
    "# Article figure"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "959a422d",
   "metadata": {},
   "source": [
    "Make nice figures out of these results for the paper. These are more elaborate figures that are designed for the printed page in particular."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a741cec",
   "metadata": {},
   "outputs": [],
   "source": [
    "fig_dir = pathlib.Path(\"..\") / \"paper\" / \"figures\"\n",
    "mpl_rc = {\"text.usetex\": False, \"font.family\": \"serif\", \"font.size\": 9}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ff443f48",
   "metadata": {},
   "outputs": [],
   "source": [
    "sensor_sample_distance = float(data.z.values.mean())\n",
    "vmax=+10000\n",
    "vmin=-10000\n",
    "with plt.rc_context(mpl_rc):\n",
    "\n",
    "    fig, axes = plt.subplots(2, 3, figsize=(10, 9), sharey=\"row\")\n",
    "    axes = axes.ravel()    \n",
    "    cbar_kwargs = dict(orientation=\"horizontal\", aspect=40, pad=0.15, shrink=0.9)\n",
    "    \n",
    "    ax = axes[0]\n",
    "    ax.set_aspect(\"auto\")\n",
    "    ax.set_title(f\"$b_z$ at {sensor_sample_distance:.0f} $\\mu$m\")\n",
    "    ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "    ax.set_ylabel(\"y ($\\mu$m)\")\n",
    "    tmp = data.bz.plot.pcolormesh(ax=ax, cmap=\"seismic\", add_colorbar=False, add_labels=False, vmax=vmax, vmin=vmin)\n",
    "    fig.colorbar(tmp, ax=ax, label=\"nT\", **cbar_kwargs,  extend='both')\n",
    "    \n",
    "\n",
    "    ax = axes[1]\n",
    "    ax.set_aspect(\"auto\")\n",
    "    ax.set_title(f\"$b_z$ at {sensor_sample_distance + height_difference:.0f} $\\mu$m\")\n",
    "    ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "    tmp = data_up.bz.plot.pcolormesh(ax=ax, cmap=\"seismic\", add_colorbar=False, add_labels=False, vmax=vmax, vmin=vmin)\n",
    "    fig.colorbar(tmp, ax=ax, label=\"nT\", **cbar_kwargs,  extend='both')\n",
    "    \n",
    "    ax = axes[2]   \n",
    "    ax.set_aspect(\"auto\")\n",
    "    ax.set_title(f\"TGA at {sensor_sample_distance + height_difference:.0f} $\\mu$m\")\n",
    "    ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "    tmp = data_up.tga.plot.pcolormesh(ax=ax, cmap=\"gray_r\", add_colorbar=False, add_labels=False)\n",
    "    fig.colorbar(tmp, ax=ax, label=\"nT/$\\mu$m\", **cbar_kwargs, format=\"%.0e\")\n",
    "    \n",
    "    ax = axes[3]  \n",
    "    ax.set_aspect(\"auto\")\n",
    "    ax.set_title(f\"Contrast-stretched TGA\")\n",
    "    ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "    ax.set_ylabel(\"y ($\\mu$m)\")\n",
    "    tmp = data_up.tga_stretched.plot.pcolormesh(ax=ax, cmap=\"gray_r\", add_colorbar=False, add_labels=False)\n",
    "    fig.colorbar(tmp, ax=ax, label=\"dimensionless\", **cbar_kwargs)\n",
    "    \n",
    "    ax = axes[4]  \n",
    "    ax.set_aspect(\"auto\")\n",
    "    ax.set_title(f\"Detected source bounding boxes\")\n",
    "    ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "    tmp = data.residual.plot.pcolormesh(ax=ax, cmap=\"seismic\", add_colorbar=False, add_labels=False, vmax=vmax, vmin=vmin)\n",
    "    fig.colorbar(tmp, ax=ax, label=\"nT\", **cbar_kwargs,  extend='both')    \n",
    "    for window in windows_filtered:\n",
    "        rect = matplotlib.patches.Rectangle(\n",
    "            xy=[window[0], window[2]],\n",
    "            width=window[1] - window[0],\n",
    "            height=window[3] - window[2],\n",
    "            edgecolor=\"k\",\n",
    "            fill=False,\n",
    "            linewidth=1,\n",
    "        )\n",
    "        ax.add_patch(rect)   \n",
    "    \n",
    "    \n",
    "#     ax = axes[5]   \n",
    "#     ax.set_aspect(\"auto\")\n",
    "#     ax.set_title(f\"$R^2$\", fontsize=13)\n",
    "#     ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "#     ax.set_ylabel(\"y ($\\mu$m)\")\n",
    "\n",
    "#     scale = 0.0\n",
    "#     tmp = ax.scatter(*positions[:2], c=calculated_r2, s=20, cmap=\"Oranges_r\", vmin=scale, edgecolor='gray')\n",
    "#     fig.colorbar(tmp, ax=ax, label=\"dimensionless\", **cbar_kwargs, extend='min') \n",
    "    \n",
    "    \n",
    "    ax = axes[5]  \n",
    "    ax.set_aspect(\"auto\")\n",
    "    ax.set_title(f\"Estimated source locations\")\n",
    "    ax.set_xlabel(\"x ($\\mu$m)\")\n",
    "    scale = 100\n",
    "#     tmp = data_up.bz.plot.pcolormesh(ax=ax, cmap=\"gray_r\",  add_colorbar=False, add_labels=False)\n",
    "    for window in windows_filtered:\n",
    "        rect = matplotlib.patches.Rectangle(\n",
    "            xy=[window[0], window[2]],\n",
    "            width=window[1] - window[0],\n",
    "            height=window[3] - window[2],\n",
    "            edgecolor=\"k\",\n",
    "            fill=False,\n",
    "            linewidth=0.5,\n",
    "        )\n",
    "        ax.add_patch(rect)\n",
    "    scale = vd.maxabs(positions[2])\n",
    "    tmp = ax.scatter(*positions[:2], c=positions[2], s=20, cmap=\"RdYlBu_r\", vmin=-scale, vmax=scale, edgecolor='gray')\n",
    "    fig.colorbar(tmp, ax=ax, label=\"$z$ estimate ($\\mu$m)\", **cbar_kwargs)    \n",
    "    \n",
    "    for ax, letter in zip(axes, \"a b c d e f\".split()):\n",
    "        ax.text(-0.04, 1.045, f\"{letter})\", transform=ax.transAxes, fontsize=14)\n",
    "\n",
    "    plt.tight_layout(pad=0, h_pad=0, w_pad=0.6)\n",
    "    \n",
    "#     fig.savefig(fig_dir / \"real-data.png\", dpi=300, facecolor='w', bbox_inches='tight')\n",
    "    \n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c4802046",
   "metadata": {},
   "outputs": [],
   "source": [
    "with plt.rc_context(mpl_rc):\n",
    "    fig, axes = mplstereonet.subplots(1, 2, figsize=(9, 5))\n",
    "\n",
    "    estimated = mg.vector_to_angles(estimated_dipole_moments)\n",
    "\n",
    "    scatter_args = dict(\n",
    "        vmin=np.log10(np.min(estimated[2])),\n",
    "        vmax=np.log10(np.max(estimated[2])),\n",
    "        cmap=\"Oranges\",\n",
    "        edgecolors=\"#333333\",\n",
    "        linewidths=1,\n",
    "        s=30,\n",
    "        zorder=2,\n",
    "    )\n",
    "\n",
    "    ticks=np.linspace( np.log10(np.min(estimated[2])),\n",
    "                       np.log10(np.max(estimated[2])), 5)\n",
    "    \n",
    "    ax = axes[0]       \n",
    "    for i in range(len(estimated_dipole_moments)):\n",
    "        estimated = mg.vector_to_angles(estimated_dipole_moments[i])\n",
    "        pos_inc = estimated[0] > 0\n",
    "        tmp = ax.scatter(\n",
    "            *mplstereonet.line(estimated[0][pos_inc], estimated[1][pos_inc]),\n",
    "            c=np.log10(estimated[2][pos_inc]),\n",
    "            marker=\"s\",\n",
    "            **scatter_args,\n",
    "        )\n",
    "        tmp = ax.scatter(\n",
    "            *mplstereonet.line(-estimated[0][~pos_inc], estimated[1][~pos_inc]),\n",
    "            c=np.log10(estimated[2][~pos_inc]),\n",
    "            marker=\"o\",\n",
    "            **scatter_args,\n",
    "        )\n",
    "\n",
    "    ax = axes[1]\n",
    "    count_r2 = 0         \n",
    "    for i in range(len(calculated_r2)):\n",
    "        if calculated_r2[i] >= 0.5 and calculated_SNR[i] >= 3:\n",
    "#         if calculated_SNR[i] >= 20:\n",
    "            count_r2 += 1\n",
    "            estimated = mg.vector_to_angles(estimated_dipole_moments[i])\n",
    "            pos_inc = estimated[0] > 0\n",
    "            tmp = ax.scatter(\n",
    "                *mplstereonet.line(estimated[0][pos_inc], estimated[1][pos_inc]),\n",
    "                c=np.log10(estimated[2][pos_inc]),\n",
    "                marker=\"s\",\n",
    "                **scatter_args,\n",
    "            )\n",
    "            tmp = ax.scatter(\n",
    "                *mplstereonet.line(-estimated[0][~pos_inc], estimated[1][~pos_inc]),\n",
    "                c=np.log10(estimated[2][~pos_inc]),\n",
    "                marker=\"o\",\n",
    "                **scatter_args,\n",
    "            )\n",
    "\n",
    "    tick_labels = []\n",
    "    for i in (ticks):\n",
    "        tick_labels.append(\"{:.2e}\".format(10**i))\n",
    "\n",
    "\n",
    "    clb = fig.colorbar(\n",
    "        tmp, \n",
    "        cax=fig.add_axes([0.26, 0.10, 0.5, 0.02]), \n",
    "        orientation=\"horizontal\", \n",
    "        format=\"%.2e\",\n",
    "        ticks = ticks)\n",
    "    clb.set_label(label=\"dipole moment [$A.m^2$]\", fontsize=12)\n",
    "    clb.set_ticklabels(tick_labels)\n",
    "\n",
    "    plt.scatter([],[], marker='s', color='white', edgecolors='k', label=r'$Inc \\geq 0° $')\n",
    "    plt.scatter([],[], marker='o', color='white', edgecolors='k', label=r'$Inc < 0° $')\n",
    "\n",
    "    legend = plt.legend(bbox_to_anchor=(0.6, 10.0), frameon=1, framealpha=1.0)\n",
    "    frame = legend.get_frame()\n",
    "    frame.set_facecolor('w')\n",
    "    frame.set_edgecolor('w')\n",
    "\n",
    "\n",
    "    titles = ('Recovered Directions', '$R^2 \\geq 0.5$ and SNR $\\geq 3$')\n",
    "\n",
    "    for ax, letter, title in zip(axes, \"a b\".split(), titles):\n",
    "        ax.text(0.05, 1.031, f\"{letter})\", transform=ax.transAxes, fontsize=14)\n",
    "        ax.set_azimuth_ticks([])\n",
    "        ax.grid(linestyle=':', color='gray')\n",
    "        ax.set_title(title, fontsize=13)\n",
    "    fig.subplots_adjust(wspace=0.2)\n",
    "\n",
    "    \n",
    "#     fig.savefig(fig_dir / \"real-data-stereograms.png\", dpi=300, facecolor='w', bbox_inches='tight')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0618539b",
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.hist(calculated_r2, bins=30);\n",
    "plt.xlabel('Dipolarity')\n",
    "plt.ylabel('Count')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "35e515e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(count_r2)\n",
    "print(len(calculated_r2))\n",
    "print(count_r2/len(calculated_r2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d8d83435",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c70c1eee",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
